{"id":"https://openalex.org/W3111291834","doi":"https://doi.org/10.1109/tnet.2020.3020813","title":"TopoX: Topology Refactorization for Minimizing Network Communication in Graph Computations","display_name":"TopoX: Topology Refactorization for Minimizing Network Communication in Graph Computations","publication_year":2020,"publication_date":"2020-09-17","ids":{"openalex":"https://openalex.org/W3111291834","doi":"https://doi.org/10.1109/tnet.2020.3020813","mag":"3111291834"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2020.3020813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2020.3020813","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100395351","display_name":"Yiming Zhang","orcid":"https://orcid.org/0000-0001-6450-8485"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiming Zhang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342599","display_name":"Haonan Wang","orcid":"https://orcid.org/0009-0009-1027-6792"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haonan Wang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101632859","display_name":"Menghan Jia","orcid":"https://orcid.org/0000-0002-5639-7882"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Menghan Jia","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639418","display_name":"Jinyan Wang","orcid":"https://orcid.org/0000-0001-6641-9371"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyan Wang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440903","display_name":"Dongsheng Li","orcid":"https://orcid.org/0000-0001-9743-2034"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Li","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490654","display_name":"Guangtao Xue","orcid":"https://orcid.org/0000-0002-1617-3593"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Xue","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077593594","display_name":"Kian\u2010Lee Tan","orcid":"https://orcid.org/0000-0001-9315-4057"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kian-Lee Tan","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100395351"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":1.0747,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.80273241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"28","issue":"6","first_page":"2768","last_page":"2782"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7349169254302979},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.5356789231300354},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5186176300048828},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.48531025648117065},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.47843697667121887},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4618161916732788},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45514965057373047},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.4425598084926605},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42116817831993103},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41358911991119385},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.38074791431427},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27710050344467163},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2115335464477539},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1368943452835083},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10824990272521973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7349169254302979},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.5356789231300354},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5186176300048828},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.48531025648117065},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.47843697667121887},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4618161916732788},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45514965057373047},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.4425598084926605},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42116817831993103},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41358911991119385},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.38074791431427},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27710050344467163},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2115335464477539},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1368943452835083},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10824990272521973},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2020.3020813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2020.3020813","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G285475101","display_name":null,"funder_award_id":"61932001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4765491843","display_name":null,"funder_award_id":"61872376","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6231216505","display_name":null,"funder_award_id":"61772541","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W78077100","https://openalex.org/W217817341","https://openalex.org/W1412447802","https://openalex.org/W1448681276","https://openalex.org/W1484151559","https://openalex.org/W1501254937","https://openalex.org/W1511814458","https://openalex.org/W1587314265","https://openalex.org/W1597703625","https://openalex.org/W1788180225","https://openalex.org/W1969970763","https://openalex.org/W1971630691","https://openalex.org/W1979110895","https://openalex.org/W1986603225","https://openalex.org/W1994558915","https://openalex.org/W2000041758","https://openalex.org/W2006023152","https://openalex.org/W2025622191","https://openalex.org/W2031709923","https://openalex.org/W2036120890","https://openalex.org/W2036631599","https://openalex.org/W2053076698","https://openalex.org/W2063032661","https://openalex.org/W2066636486","https://openalex.org/W2096544401","https://openalex.org/W2101196063","https://openalex.org/W2112976607","https://openalex.org/W2142931311","https://openalex.org/W2160276892","https://openalex.org/W2170616854","https://openalex.org/W2189016707","https://openalex.org/W2219764230","https://openalex.org/W2259576664","https://openalex.org/W2281494333","https://openalex.org/W2301743601","https://openalex.org/W2469279958","https://openalex.org/W2524623326","https://openalex.org/W2561911856","https://openalex.org/W2574229471","https://openalex.org/W2576259597","https://openalex.org/W2605277971","https://openalex.org/W2613088476","https://openalex.org/W2624357175","https://openalex.org/W2734278384","https://openalex.org/W2773899873","https://openalex.org/W2788981395","https://openalex.org/W2790789009","https://openalex.org/W2798373861","https://openalex.org/W2798525482","https://openalex.org/W2798875768","https://openalex.org/W2885289883","https://openalex.org/W2914894107","https://openalex.org/W2950627632","https://openalex.org/W2953879634","https://openalex.org/W2962780468","https://openalex.org/W2963528863","https://openalex.org/W2997188720","https://openalex.org/W3004919522","https://openalex.org/W3009254104","https://openalex.org/W3046330538","https://openalex.org/W3046938818","https://openalex.org/W4230952209","https://openalex.org/W4234988573","https://openalex.org/W6603201521","https://openalex.org/W6628546715","https://openalex.org/W6629020949","https://openalex.org/W6630671948","https://openalex.org/W6635007004","https://openalex.org/W6638233953","https://openalex.org/W6727469013","https://openalex.org/W6732355898","https://openalex.org/W6736126653","https://openalex.org/W6746529630","https://openalex.org/W6773411449"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W2563943286","https://openalex.org/W600422426","https://openalex.org/W2007156430","https://openalex.org/W3081478936","https://openalex.org/W2966826037","https://openalex.org/W2785612136","https://openalex.org/W2099529706","https://openalex.org/W4229495955"],"abstract_inverted_index":{"Efficient":[0],"graph":[1,10,81],"partitioning":[2,11,69,133],"is":[3,61,70,160],"vital":[4],"for":[5,73],"high-performance":[6],"graph-parallel":[7,52,126,165],"systems.":[8],"Traditional":[9],"methods":[12],"attempt":[13],"to":[14,36,54,134,152],"both":[15,135],"minimize":[16],"communication":[17,66,137],"cost":[18,138],"and":[19,68,89,105,139,159,172],"guarantee":[20],"load":[21],"balancing":[22,74],"in":[23],"computation.":[24],"However,":[25],"the":[26,39,57,75,92,106],"skewed":[27,80],"degree":[28],"distribution":[29],"of":[30,98,116],"natural":[31],"graphs":[32,158],"makes":[33],"it":[34],"difficult":[35],"simultaneously":[37],"achieve":[38],"two":[40,58],"objectives.":[41],"This":[42],"article":[43],"proposes":[44],"topology":[45,86],"refactorization":[46,60,131],"(TR),":[47],"a":[48,79,83,96,103,110,114],"topology-aware":[49],"method":[50],"allowing":[51],"systems":[53],"separately":[55],"handle":[56],"objectives:":[59],"mainly":[62,71],"focused":[63],"on":[64,120,156],"reducing":[65],"cost,":[67],"targeted":[72],"load.":[76,142],"TR":[77],"transforms":[78],"into":[82,102,113],"more":[84],"communication-efficient":[85],"through":[87],"fusion":[88,93],"fission,":[90],"where":[91],"operation":[94,108],"organizes":[95],"set":[97,115],"neighboring":[99],"low-degree":[100],"vertices":[101],"super-vertex,":[104],"fission":[107],"splits":[109],"high-degree":[111],"vertex":[112],"sibling":[117],"sub-vertices.":[118],"Based":[119],"TR,":[121],"we":[122],"design":[123],"an":[124],"efficient":[125],"system":[127],"(TopoX)":[128],"which":[129],"pipelines":[130],"with":[132],"reduce":[136],"balance":[140],"computation":[141],"Prototype":[143],"evaluation":[144],"shows":[145],"that":[146],"TopoX":[147],"outperforms":[148],"PowerLyra":[149],"by":[150],"up":[151],"78.5%":[153],"(from":[154],"37.2%)":[155],"real-world":[157],"faster":[161],"than":[162],"most":[163],"other":[164],"systems,":[166],"while":[167],"only":[168],"introducing":[169],"small":[170],"overhead":[171],"memory":[173],"consumption.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
